Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
Abstract-- The problem of finding the eigenvector corresponding to the largest eigenvalue of a stochastic matrix has numerous applications in ranking search results, multi-agent co...
Abstract— We present a unifying framework for continuous optimization and sampling. This framework is based on Gaussian Adaptation (GaA), a search heuristic developed in the late...
Werner A. K?nig HCI-Group, University of Konstanz Box-D73, Universit?t Konstanz 78457 Konstanz, Germany werner.koenig@uni-konstanz.de Jens Gerken HCI-Group, University of Konstanz ...
Harald Reiterer, Jens Gerken, Stefan Dierdorf, Wer...
In an open distributed system, computational resources are peer-owned, and distributed over time and space. The fact that these resources can dynamically join or leave the system (...